Why static-first architecture matters more than schema in a post-search world
Schema is not the answer. Why static-first architecture (Astro, edge) wins for llm retrieval, search crawlers, and agentic browsing in a post-search world.
Field Notes · #architecture
7 notes tagged architecture
TOON: a new way to structure data for language models
Token Oriented Object Notation is a compact, human-readable format for feeding structured data into LLMs. It's not a JSON replacement, but for the right shapes, it earns its place.
Which API architecture powers the agentic web
GraphQL defines what is requested. gRPC defines how it is delivered. SOAP-based systems used additional standards to express terms. None yet define why. That missing layer is what comes next.
AIP vs MCP: context vs conduct
MCP is the internal wiring that makes the agent capable. AIP is the diplomatic code that makes the agent trustworthy. One enables thought. The other governs action.
The end of web crawling (probably)
Crawling is built on the assumption that information is public and predictable. The web isn't that anymore. My hypothesis is that APIs will replace crawling as the dominant model for how data moves.
The agentic layer: how autonomous agents reshape the web by 2030
By 2030, the transactional layer of the web will be dominated by autonomous agents negotiating with brand APIs. Websites won't disappear, but they'll become backend infrastructure.
The three layers of the agentic web
How the emerging agentic internet separates use, intelligence, and control. UX is human trust. AX is machine trust. AIP is institutional trust.